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Published in: European Radiology 11/2017

Open Access 01-11-2017 | Chest

Malignancy estimation of Lung-RADS criteria for subsolid nodules on CT: accuracy of low and high risk spectrum when using NLST nodules

Authors: Kaman Chung, Colin Jacobs, Ernst T. Scholten, Onno M. Mets, Irma Dekker, Mathias Prokop, Bram van Ginneken, Cornelia M. Schaefer-Prokop

Published in: European Radiology | Issue 11/2017

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Abstract

Purpose

Lung-RADS proposes malignancy probabilities for categories 2 (<1%) and 4B (>15%). The purpose of this study was to quantify and compare malignancy rates for Lung-RADS 2 and 4B subsolid nodules (SSNs) on a nodule base.

Methods

We identified all baseline SSNs eligible for Lung-RADS 2 and 4B in the National Lung Screening Trial (NLST) database. Solid cores and nodule locations were annotated using in-house software. Malignant SSNs were identified by an experienced radiologist using NLST information. Malignancy rates and percentages of persistence were calculated.

Results

Of the Lung-RADS 2SSNs, 94.3% (1790/1897) could be located on chest CTs. Likewise, 95.1% (331/348) of part-solid nodules ≥6 mm in diameter could be located. Of these, 120 had a solid core ≥8 mm, corresponding to category 4B. Category 2 SSNs showed a malignancy rate of 2.5%, exceeding slightly the proposed rate of <1%. Category 4B SSNs showed a malignancy rate of 23.9%. In both categories one third of benign lesions were transient.

Conclusion

Malignancy probabilities for Lung-RADS 2 and 4B generally match malignancy rates in SSNs. An option to include also category 2 SSNs for upgrade to 4X designed for suspicious nodules might be useful in the future. Integration of short-term follow-up to confirm persistence would prevent unnecessary invasive work-up in 4B SSNs.

Key points

• Malignancy probabilities for Lung-RADS 2/4B generally match malignancy risks in SSNs.
• Transient rate between low-risk Lung-RADS 2 and high-risk 4B lesions were similar.
• Upgrade of highly suspicious Lung-RADS 2 SSNs to Lung-RADS 4X might be useful.
• Up to one third of the benign high-risk Lung-RADS 4B lesions were transient.
• Short-term follow-up confirming persistence would avoid unnecessary invasive work-up of 4B lesions.
Literature
1.
go back to reference Naidich DP, Bankier AA, MacMahon H et al (2013) Recommendations for the management of subsolid pulmonary nodules detected at CT: a statement from the Fleischner Society. Radiology 266:304–317CrossRef Naidich DP, Bankier AA, MacMahon H et al (2013) Recommendations for the management of subsolid pulmonary nodules detected at CT: a statement from the Fleischner Society. Radiology 266:304–317CrossRef
2.
go back to reference Lee KH, Goo JM, Park SJ et al (2014) Correlation between the size of the solid component on thin-section CT and the invasive component on pathology in small lung adenocarcinomas manifesting as ground-glass nodules. J Thorac Oncol 9:74–82CrossRef Lee KH, Goo JM, Park SJ et al (2014) Correlation between the size of the solid component on thin-section CT and the invasive component on pathology in small lung adenocarcinomas manifesting as ground-glass nodules. J Thorac Oncol 9:74–82CrossRef
3.
go back to reference Godoy MC, Sabloff B, Naidich DP (2012) Subsolid pulmonary nodules: imaging evaluation and strategic management. Curr Opin Pulm Med 18:304–312CrossRef Godoy MC, Sabloff B, Naidich DP (2012) Subsolid pulmonary nodules: imaging evaluation and strategic management. Curr Opin Pulm Med 18:304–312CrossRef
4.
go back to reference Nakata M, Saeki H, Takata I et al (2002) Focal ground-glass opacity detected by low-dose helical CT. Chest 121:1464–1467CrossRef Nakata M, Saeki H, Takata I et al (2002) Focal ground-glass opacity detected by low-dose helical CT. Chest 121:1464–1467CrossRef
5.
go back to reference Kakinuma R, Noguchi M, Ashizawa K et al (2016) Natural history of pulmonary subsolid nodules: a prospective multicenter study. J Thorac Oncol 11:1012–1028CrossRef Kakinuma R, Noguchi M, Ashizawa K et al (2016) Natural history of pulmonary subsolid nodules: a prospective multicenter study. J Thorac Oncol 11:1012–1028CrossRef
6.
go back to reference Hasegawa M, Sone S, Takashima S et al (2000) Growth rate of small lung cancers detected on mass CT screening. Br J Radiol 73:1252–1259CrossRef Hasegawa M, Sone S, Takashima S et al (2000) Growth rate of small lung cancers detected on mass CT screening. Br J Radiol 73:1252–1259CrossRef
7.
go back to reference Kobayashi Y, Mitsudomi T (2013) Management of ground-glass opacities: should all pulmonary lesions with ground-glass opacity be surgically resected? Transl Lung Cancer Res 2:354–363PubMedPubMedCentral Kobayashi Y, Mitsudomi T (2013) Management of ground-glass opacities: should all pulmonary lesions with ground-glass opacity be surgically resected? Transl Lung Cancer Res 2:354–363PubMedPubMedCentral
9.
go back to reference McWilliams A, Tammemagi MC, Mayo JR et al (2013) Probability of cancer in pulmonary nodules detected on first screening CT. N Engl J Med 369:910–919CrossRef McWilliams A, Tammemagi MC, Mayo JR et al (2013) Probability of cancer in pulmonary nodules detected on first screening CT. N Engl J Med 369:910–919CrossRef
10.
go back to reference Godoy MC, Truong MT, Sabloff B, Naidich DP (2013) Subsolid pulmonary nodule management and lung adenocarcinoma classification: state of the art and future trends. Semin Roentgenol 48:295–307CrossRef Godoy MC, Truong MT, Sabloff B, Naidich DP (2013) Subsolid pulmonary nodule management and lung adenocarcinoma classification: state of the art and future trends. Semin Roentgenol 48:295–307CrossRef
11.
go back to reference Oh JY, Kwon SY, Yoon HI et al (2007) Clinical significance of a solitary ground-glass opacity (GGO) lesion of the lung detected by chest CT. Lung Cancer 55:67–73CrossRef Oh JY, Kwon SY, Yoon HI et al (2007) Clinical significance of a solitary ground-glass opacity (GGO) lesion of the lung detected by chest CT. Lung Cancer 55:67–73CrossRef
12.
go back to reference Yang PS, Lee KS, Han J, Kim EA, Kim TS, Choo IW (2001) Focal organizing pneumonia: CT and pathologic findings. J Korean Med Sci 16:573–578CrossRef Yang PS, Lee KS, Han J, Kim EA, Kim TS, Choo IW (2001) Focal organizing pneumonia: CT and pathologic findings. J Korean Med Sci 16:573–578CrossRef
13.
go back to reference Park CM, Goo JM, Lee HJ, Lee CH, Chun EJ, Im JG (2007) Nodular ground-glass opacity at thin-section CT: histologic correlation and evaluation of change at follow-up. Radiographics 27:391–408CrossRef Park CM, Goo JM, Lee HJ, Lee CH, Chun EJ, Im JG (2007) Nodular ground-glass opacity at thin-section CT: histologic correlation and evaluation of change at follow-up. Radiographics 27:391–408CrossRef
14.
go back to reference Baldwin DR, Callister ME (2015) The British Thoracic Society guidelines on the investigation and management of pulmonary nodules. Thorax 70:794–798CrossRef Baldwin DR, Callister ME (2015) The British Thoracic Society guidelines on the investigation and management of pulmonary nodules. Thorax 70:794–798CrossRef
15.
go back to reference Lee SM, Park CM, Goo JM, Lee HJ, Wi JY, Kang CH (2013) Invasive pulmonary adenocarcinomas versus preinvasive lesions appearing as ground-glass nodules: differentiation by using CT features. Radiology 268:265–273CrossRef Lee SM, Park CM, Goo JM, Lee HJ, Wi JY, Kang CH (2013) Invasive pulmonary adenocarcinomas versus preinvasive lesions appearing as ground-glass nodules: differentiation by using CT features. Radiology 268:265–273CrossRef
16.
go back to reference Lim HJ, Ahn S, Lee KS et al (2013) Persistent pure ground-glass opacity lung nodules >/= 10 mm in diameter at CT scan: histopathologic comparisons and prognostic implications. Chest 144:1291–1299CrossRef Lim HJ, Ahn S, Lee KS et al (2013) Persistent pure ground-glass opacity lung nodules >/= 10 mm in diameter at CT scan: histopathologic comparisons and prognostic implications. Chest 144:1291–1299CrossRef
17.
go back to reference Aberle DR, Adams AM, Berg CD et al (2011) Reduced lung-cancer mortality with low-dose computed tomographic screening. N Engl J Med 365:395–409CrossRef Aberle DR, Adams AM, Berg CD et al (2011) Reduced lung-cancer mortality with low-dose computed tomographic screening. N Engl J Med 365:395–409CrossRef
18.
go back to reference Manos D, Seely JM, Taylor J, Borgaonkar J, Roberts HC, Mayo JR (2014) The Lung Reporting and Data System (LU-RADS): a proposal for computed tomography screening. Can Assoc Radiol J 65:121–134CrossRef Manos D, Seely JM, Taylor J, Borgaonkar J, Roberts HC, Mayo JR (2014) The Lung Reporting and Data System (LU-RADS): a proposal for computed tomography screening. Can Assoc Radiol J 65:121–134CrossRef
19.
go back to reference Pinsky PF, Gierada DS, Black W et al (2015) Performance of Lung-RADS in the National Lung Screening Trial: a retrospective assessment. Ann Intern Med 162:485–491CrossRef Pinsky PF, Gierada DS, Black W et al (2015) Performance of Lung-RADS in the National Lung Screening Trial: a retrospective assessment. Ann Intern Med 162:485–491CrossRef
20.
go back to reference (2016) National Comprehensive Cancer Network Guidelines, Version 1.2016, Lung Cancer Screening (2016) National Comprehensive Cancer Network Guidelines, Version 1.2016, Lung Cancer Screening
21.
go back to reference Yankelevitz DF, Yip R, Smith JP et al (2015) CT screening for lung cancer: nonsolid nodules in baseline and annual repeat rounds. Radiology 277:555–564CrossRef Yankelevitz DF, Yip R, Smith JP et al (2015) CT screening for lung cancer: nonsolid nodules in baseline and annual repeat rounds. Radiology 277:555–564CrossRef
22.
go back to reference Scholten ET, de Jong PA, de Hoop B et al (2015) Towards a close computed tomography monitoring approach for screen detected subsolid pulmonary nodules? Eur Respir J 45:765–773CrossRef Scholten ET, de Jong PA, de Hoop B et al (2015) Towards a close computed tomography monitoring approach for screen detected subsolid pulmonary nodules? Eur Respir J 45:765–773CrossRef
23.
go back to reference Hwang IP, Park CM, Park SJ et al (2015) Persistent pure ground-glass nodules larger than 5 mm: differentiation of invasive pulmonary adenocarcinomas from preinvasive lesions or minimally invasive adenocarcinomas using texture analysis. Invest Radiol 50:798–804CrossRef Hwang IP, Park CM, Park SJ et al (2015) Persistent pure ground-glass nodules larger than 5 mm: differentiation of invasive pulmonary adenocarcinomas from preinvasive lesions or minimally invasive adenocarcinomas using texture analysis. Invest Radiol 50:798–804CrossRef
24.
go back to reference Zhang Y, Shen Y, Qiang JW, Ye JD, Zhang J, Zhao RY (2016) HRCT features distinguishing pre-invasive from invasive pulmonary adenocarcinomas appearing as ground-glass nodules. Eur Radiol 26:2921–2928CrossRef Zhang Y, Shen Y, Qiang JW, Ye JD, Zhang J, Zhao RY (2016) HRCT features distinguishing pre-invasive from invasive pulmonary adenocarcinomas appearing as ground-glass nodules. Eur Radiol 26:2921–2928CrossRef
25.
go back to reference van Riel SJ, Sanchez CI, Bankier AA et al (2015) Observer variability for classification of pulmonary nodules on low-dose CT images and its effect on nodule management. Radiology 277:863–871CrossRef van Riel SJ, Sanchez CI, Bankier AA et al (2015) Observer variability for classification of pulmonary nodules on low-dose CT images and its effect on nodule management. Radiology 277:863–871CrossRef
27.
go back to reference Travis WD, Brambilla E, Noguchi M et al (2011) International association for the study of lung cancer/american thoracic society/european respiratory society international multidisciplinary classification of lung adenocarcinoma. J Thorac Oncol 6:244–285CrossRef Travis WD, Brambilla E, Noguchi M et al (2011) International association for the study of lung cancer/american thoracic society/european respiratory society international multidisciplinary classification of lung adenocarcinoma. J Thorac Oncol 6:244–285CrossRef
28.
go back to reference Liang J, Xu XQ, Xu H et al (2015) Using the CT features to differentiate invasive pulmonary adenocarcinoma from pre-invasive lesion appearing as pure or mixed ground-glass nodules. Br J Radiol 88:20140811CrossRef Liang J, Xu XQ, Xu H et al (2015) Using the CT features to differentiate invasive pulmonary adenocarcinoma from pre-invasive lesion appearing as pure or mixed ground-glass nodules. Br J Radiol 88:20140811CrossRef
29.
go back to reference Felix L, Serra-Tosio G, Lantuejoul S et al (2011) CT characteristics of resolving ground-glass opacities in a lung cancer screening programme. Eur J Radiol 77:410–416CrossRef Felix L, Serra-Tosio G, Lantuejoul S et al (2011) CT characteristics of resolving ground-glass opacities in a lung cancer screening programme. Eur J Radiol 77:410–416CrossRef
30.
go back to reference Lee SM, Park CM, Goo JM et al (2010) Transient part-solid nodules detected at screening thin-section CT for lung cancer: comparison with persistent part-solid nodules. Radiology 255:242–251CrossRef Lee SM, Park CM, Goo JM et al (2010) Transient part-solid nodules detected at screening thin-section CT for lung cancer: comparison with persistent part-solid nodules. Radiology 255:242–251CrossRef
31.
go back to reference Silva M, Sverzellati N, Manna C et al (2012) Long-term surveillance of ground-glass nodules: evidence from the MILD trial. J Thorac Oncol 7:1541–1546CrossRef Silva M, Sverzellati N, Manna C et al (2012) Long-term surveillance of ground-glass nodules: evidence from the MILD trial. J Thorac Oncol 7:1541–1546CrossRef
Metadata
Title
Malignancy estimation of Lung-RADS criteria for subsolid nodules on CT: accuracy of low and high risk spectrum when using NLST nodules
Authors
Kaman Chung
Colin Jacobs
Ernst T. Scholten
Onno M. Mets
Irma Dekker
Mathias Prokop
Bram van Ginneken
Cornelia M. Schaefer-Prokop
Publication date
01-11-2017
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 11/2017
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-017-4842-8

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